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Updated: Mar 18, 2026

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Blood lipids influence DNA methylation in circulating cells
Koen F Dekkers1, Maarten van Iterson1, Roderick C Slieker1
1Molecular Epidemiology section, Leiden University Medical Center, Einthovenweg 20, Leiden, The Netherlands.
Elevated blood lipids can epigenetically prime immune cells, influencing DNA methylation and potentially contributing to atherosclerosis. Mendelian randomization confirmed lipids causally affect DNA methylation, not the reverse.
Area of Science:
- Genomics
- Epigenetics
- Metabolic Disease
Background:
- Cells acquire long-term epigenetic memory from external stimuli.
- Elevated blood lipids may prime immune cells via DNA methylation, contributing to atherosclerosis.
- Investigating causal links between blood lipids and DNA methylation is crucial for understanding disease mechanisms.
Purpose of the Study:
- To determine the causal relationship between triglyceride, LDL cholesterol, and HDL cholesterol levels and genome-wide DNA methylation.
- To exclude confounding factors and pleiotropy in the lipid-DNA methylation association.
- To utilize Mendelian randomization for robust causal inference.
Main Methods:
- Stepwise Mendelian randomization analysis.
- Whole blood samples from 3296 individuals.
- Multivariable Mendelian randomization and RNA-sequencing data analysis.
Main Results:
- Differential DNA methylation is a consequence of blood lipid levels, not vice versa.
- Triglycerides affected DNA methylation at three CpGs, LDL cholesterol at one, and HDL cholesterol at two.
- CpG methylation changes correlated with key lipid metabolism gene expression (CPT1A, SREBF1, DHCR24, ABCG1).
Conclusions:
- Epigenetic priming plays a role in lipid metabolism feedback control.
- Mendelian randomization is effective for inferring causality in integrative genomics.
- Findings provide insights into the molecular mechanisms linking lipids and epigenetic modifications.
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